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clinicaltrialsgov-mcp-server

by cyanheads

Clinicaltrials Search Studies

clinicaltrials_search_studies
Read-onlyIdempotent

Search ClinicalTrials.gov for studies by condition, intervention, location, status, or phase. Filter, sort, and paginate results to identify relevant clinical trials.

Instructions

Search for clinical trial studies from ClinicalTrials.gov. Supports full-text and field-specific queries, status/phase/geographic filters, pagination, sorting, and field selection. Returns a compact per-study index by default; pass the fields parameter to get specific leaves at full fidelity — full study records are ~70KB each.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoSort order. Format: FieldName:asc or FieldName:desc. E.g., "LastUpdatePostDate:desc", "EnrollmentCount:desc". Max 2 fields comma-separated. For "largest trials" queries, pair EnrollmentCount:desc with advancedFilter "AREA[StudyType]INTERVENTIONAL" — the top enrollment counts are observational registry/claims studies enrolling tens of millions. Enrollment counts are sponsor-reported and not validated upstream beyond the unknown-enrollment sentinel exclusion. Use clinicaltrials_get_field_definitions to find sortable field names.
queryNoGeneral free-text search across all fields. Runs the 57-field relevance search ClinicalTrials.gov publishes for this parameter — NCTId, NCTIdAlias, OrgStudyId, SecondaryId, Acronym, BriefTitle, OfficialTitle, Condition, InterventionName, InterventionOtherName, Phase, StdAge, StudyType, BriefSummary, outcome measures and their descriptions, LeadSponsorName, CollaboratorName, the Location* fields, the Design* fields, and the ConditionAncestorTerm/InterventionAncestorTerm MeSH umbrellas — so a hit need not carry your term in the field you had in mind. Plain words plus AND, OR, NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression — those work here as well as in advancedFilter, so AREA[Phase]PHASE2 is accepted in this parameter; a stray bracket fails. `( )` group sub-expressions and work when matched; `,` acts as AND. The dedicated *Query parameters (conditionQuery, interventionQuery, etc.) scope a search to one field.
fieldsNoPascalCase leaf names to return; strongly recommended since full records are ~70KB. Omit for the compact index projection — an empty list is rejected, not treated as omission. Common leaves: NCTId, BriefTitle, BriefSummary, OverallStatus, Phase, LeadSponsorName, Condition. Call clinicaltrials_get_field_definitions with a concept query (e.g., "adverse events", "eligibility") to find the exact leaf for any concept.
nctIdsNoFilter to specific NCT IDs for batch lookups. Omit to search every study — an empty list is rejected, not treated as "no filter". Supplying this lifts the default unknown-enrollment exclusion, so an ID you name is never filtered out of its own lookup.
pageSizeNoResults per page, 1–200.
geoFilterNoGeographic proximity filter. Format: distance(lat,lon,radius), where radius carries a `mi` or `km` suffix — e.g. "distance(47.6062,-122.3321,50mi)" for studies within 50 miles of Seattle. Always include the suffix: a bare radius is accepted upstream but interpreted as meters, which silently matches almost nothing. When set, each study's locations are re-sorted by proximity to the center so the nearest matched site leads, annotated with its distance in miles; the full location list is preserved.
pageTokenNoPagination cursor from a previous response.
countTotalNoInclude total study count in response. Only computed on the first page.
titleQueryNoSearch within study titles and acronyms only. Matches Acronym, BriefTitle, and OfficialTitle. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
phaseFilterNoFilter by trial phase. Omit to search all phases — an empty list is rejected, not treated as "no filter". Values: EARLY_PHASE1, PHASE1, PHASE2, PHASE3, PHASE4, NA.
outcomeQueryNoSearch within outcome measure fields. Matches PrimaryOutcomeMeasure, SecondaryOutcomeMeasure, OtherOutcomeMeasure, and OutcomeMeasureTitle, plus their description counterparts PrimaryOutcomeDescription, SecondaryOutcomeDescription, OtherOutcomeDescription, OutcomeMeasureDescription, and OutcomeMeasurePopulationDescription — so a term appearing only in outcome prose still matches. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
sponsorQueryNoSponsor/collaborator name search. Matches LeadSponsorName, CollaboratorName, and OrgFullName. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
statusFilterNoFilter by study status. Omit to search all statuses — an empty list is rejected, not treated as "no filter". Values: RECRUITING, COMPLETED, ACTIVE_NOT_RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, SUSPENDED, TERMINATED, WITHDRAWN, UNKNOWN, WITHHELD, NO_LONGER_AVAILABLE, AVAILABLE, APPROVED_FOR_MARKETING, TEMPORARILY_NOT_AVAILABLE.
locationQueryNoLocation search — city, state, country, or facility name. Matches LocationCity, LocationState, LocationCountry, LocationFacility, and LocationZip; a study matches when any of its sites does. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
advancedFilterNoAdvanced filter using AREA[FieldName]value syntax. Examples: "AREA[StudyType]INTERVENTIONAL", "AREA[EnrollmentCount]RANGE[100, 1000]", "AREA[Phase]PHASE2 AND AREA[StudyType]INTERVENTIONAL", "(AREA[Phase]PHASE3 OR AREA[Phase]PHASE4) AND AREA[StudyType]INTERVENTIONAL". AND/OR/NOT join complete AREA[FieldName]value expressions; parentheses group them. Call clinicaltrials_get_field_definitions to find AREA[]-compatible field names.
conditionQueryNoCondition/disease-specific search. E.g., "Type 2 Diabetes", "non-small cell lung cancer". Matches Condition, BriefTitle, OfficialTitle, ConditionMeshTerm, ConditionAncestorTerm, Keyword, and NCTId. ConditionAncestorTerm is the MeSH umbrella above the conditions a study itself lists, so results run broader than those lists — a study can match a parent term it never names. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
interventionQueryNoIntervention/treatment search. E.g., "pembrolizumab", "cognitive behavioral therapy". Matches InterventionName, InterventionType, ArmGroupType, InterventionOtherName, BriefTitle, OfficialTitle, ArmGroupLabel, InterventionMeshTerm, Keyword, InterventionAncestorTerm, InterventionDescription, and ArmGroupDescription. InterventionAncestorTerm is the MeSH umbrella above the interventions a study itself lists, so results run broader than those lists. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND.
includeUnknownEnrollmentNoInclude studies whose EnrollmentCount is the upstream "unknown" sentinel (99999999). Excluded by default — the sentinel pollutes RANGE[N, MAX] queries and EnrollmentCount:desc sorts. Set true for data-quality audits or when targeting unknown-enrollment studies specifically.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery guidance when no studies matched — echoes the constraint and suggests how to broaden. Absent on pages with results.
studiesNoMatching studies. By default each entry is a COMPACT index projection — nctId, briefTitle, overallStatus, phases, enrollmentCount, leadSponsor, conditions, and a bounded locations summary ({ total, nearest }) — mirroring the rendered result, NOT the full ~70KB record. Pass the fields parameter to receive exactly the requested leaves at full fidelity instead (e.g. all locations). Fetch a full single record with clinicaltrials_get_study_record.
totalCountNoTotal matching studies (first page only when countTotal=true).
nextPageTokenNoToken for the next page. Absent when this response already carries every matching study; otherwise it mirrors the upstream cursor, which ClinicalTrials.gov emits whenever a page fills to pageSize — so on a continuation page a token can still lead to an empty page.
searchCriteriaNoEcho of active query/filter criteria applied to this search, including sentinelFilterActive when the default unknown-enrollment exclusion is in effect. Present on every response.
requestedFieldsNoEcho of the explicit fields parameter — present only when the caller passed fields. Signals that studies carry the requested leaves at full fidelity (not the default compact index) and that the rendered truncation cap is lifted so all of them appear.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed6 schema fields changedv2.9.2
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • addedInput schema / additionalProperties
      Added value: +false
    • changedOutput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "not": {
      +      "required": [
      +        "error"
      +      ]
      +    },
      +    "required": [
      +      "studies"
      +    ]
      +  },
      +  {
      +    "required": [
      +      "error"
      +    ]
      +  }
      +]
    • addedOutput schema / properties / error
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "Present when the call failed. Absent on success.",
      +  "properties": {
      +    "code": {
      +      "description": "JSON-RPC error code for this failure.",
      +      "maximum": 9007199254740991,
      +      "minimum": -9007199254740991,
      +      "type": "integer"
      +    },
      +    "data": {
      +      "additionalProperties": {},
      +      "properties": {
      +        "reason": {
      +          "description": "Machine-readable failure mode. Declared by this tool: `blank_value`: A parameter was supplied with a blank, whitespace-only, or empty-list value. `ids_not_found`: One or more NCT IDs in the nctIds filter are not present at ClinicalTrials.gov. `field_invalid`: A field name in the fields parameter or AREA[] expression is invalid (often a module name instead of a piece name). `enum_invalid`: statusFilter or phaseFilter contains a value ClinicalTrials.gov does not accept. `query_parse_error`: A free-text query or advancedFilter expression uses syntax the upstream Essie parser rejects — typically a `[` or `]` outside an AREA[…] / RANGE[…] expression, an unmatched `(` / `)`, or an unterminated quote in a query/conditionQuery/etc. value. `geo_invalid`: geoFilter is not a well-formed distance(lat,lon,radius) expression. `sort_invalid`: sort is not FieldName:asc / FieldName:desc, or names more than 2 fields. `rate_limited`: ClinicalTrials.gov returned 429 after retry budget exhausted. Other values are possible when a failure originates below the handler.",
      +          "examples": [
      +            "blank_value",
      +            "ids_not_found",
      +            "field_invalid",
      +            "enum_invalid",
      +            "query_parse_error",
      +            "geo_invalid",
      +            "sort_invalid",
      +            "rate_limited"
      +          ],
      +          "type": "string"
      +        },
      +        "recovery": {
      +          "additionalProperties": {},
      +          "description": "Actionable next step for the caller.",
      +          "properties": {
      +            "hint": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "hint"
      +          ],
      +          "type": "object"
      +        },
      +        "retryable": {
      +          "description": "Whether retrying may succeed.",
      +          "type": "boolean"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "message": {
      +      "description": "Human-readable description of what went wrong.",
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "code",
      +    "message"
      +  ],
      +  "type": "object"
      +}
    • removedOutput schema / required
      Removed value: -[
      -  "studies"
      -]
  2. Changed13 schema fields changedv2.9.1
    • changedInput schema / properties / conditionQuery / description
      Previous value: -"Condition/disease-specific search. E.g., \"Type 2 Diabetes\", \"non-small cell lung cancer\". Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Condition/disease-specific search. E.g., \"Type 2 Diabetes\", \"non-small cell lung cancer\". Matches Condition, BriefTitle, OfficialTitle, ConditionMeshTerm, ConditionAncestorTerm, Keyword, and NCTId. ConditionAncestorTerm is the MeSH umbrella above the conditions a study itself lists, so results run broader than those lists — a study can match a parent term it never names. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / fields / description
      Previous value: -"PascalCase leaf names to return; strongly recommended since full records are ~70KB. Common leaves: NCTId, BriefTitle, BriefSummary, OverallStatus, Phase, LeadSponsorName, Condition. Call clinicaltrials_get_field_definitions with a concept query (e.g., \"adverse events\", \"eligibility\") to find the exact leaf for any concept."New value: +"PascalCase leaf names to return; strongly recommended since full records are ~70KB. Omit for the compact index projection — an empty list is rejected, not treated as omission. Common leaves: NCTId, BriefTitle, BriefSummary, OverallStatus, Phase, LeadSponsorName, Condition. Call clinicaltrials_get_field_definitions with a concept query (e.g., \"adverse events\", \"eligibility\") to find the exact leaf for any concept."
    • changedInput schema / properties / geoFilter / description
      Previous value: -"Geographic proximity filter. Format: distance(lat,lon,radius). E.g., \"distance(47.6062,-122.3321,50mi)\" for studies within 50 miles of Seattle. When set, each study's locations are re-sorted by proximity to the center so the nearest matched site leads, annotated with its distance in miles; the full location list is preserved."New value: +"Geographic proximity filter. Format: distance(lat,lon,radius), where radius carries a `mi` or `km` suffix — e.g. \"distance(47.6062,-122.3321,50mi)\" for studies within 50 miles of Seattle. Always include the suffix: a bare radius is accepted upstream but interpreted as meters, which silently matches almost nothing. When set, each study's locations are re-sorted by proximity to the center so the nearest matched site leads, annotated with its distance in miles; the full location list is preserved."
    • changedInput schema / properties / interventionQuery / description
      Previous value: -"Intervention/treatment search. E.g., \"pembrolizumab\", \"cognitive behavioral therapy\". Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Intervention/treatment search. E.g., \"pembrolizumab\", \"cognitive behavioral therapy\". Matches InterventionName, InterventionType, ArmGroupType, InterventionOtherName, BriefTitle, OfficialTitle, ArmGroupLabel, InterventionMeshTerm, Keyword, InterventionAncestorTerm, InterventionDescription, and ArmGroupDescription. InterventionAncestorTerm is the MeSH umbrella above the interventions a study itself lists, so results run broader than those lists. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / locationQuery / description
      Previous value: -"Location search — city, state, country, or facility name. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Location search — city, state, country, or facility name. Matches LocationCity, LocationState, LocationCountry, LocationFacility, and LocationZip; a study matches when any of its sites does. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / nctIds / description
      Previous value: -"Filter to specific NCT IDs for batch lookups."New value: +"Filter to specific NCT IDs for batch lookups. Omit to search every study — an empty list is rejected, not treated as \"no filter\". Supplying this lifts the default unknown-enrollment exclusion, so an ID you name is never filtered out of its own lookup."
    • changedInput schema / properties / outcomeQuery / description
      Previous value: -"Search within outcome measure fields. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Search within outcome measure fields. Matches PrimaryOutcomeMeasure, SecondaryOutcomeMeasure, OtherOutcomeMeasure, and OutcomeMeasureTitle, plus their description counterparts PrimaryOutcomeDescription, SecondaryOutcomeDescription, OtherOutcomeDescription, OutcomeMeasureDescription, and OutcomeMeasurePopulationDescription — so a term appearing only in outcome prose still matches. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / phaseFilter / description
      Previous value: -"Filter by trial phase. Values: EARLY_PHASE1, PHASE1, PHASE2, PHASE3, PHASE4, NA."New value: +"Filter by trial phase. Omit to search all phases — an empty list is rejected, not treated as \"no filter\". Values: EARLY_PHASE1, PHASE1, PHASE2, PHASE3, PHASE4, NA."
    • changedInput schema / properties / query / description
      Previous value: -"General free-text search across all fields. Plain words plus AND, OR, NOT. `[ ]` are reserved (advancedFilter AREA[] only); `( )` group sub-expressions and work when matched; `,` acts as AND. For field-scoped searches, use the dedicated *Query parameters (conditionQuery, interventionQuery, etc.) or advancedFilter with AREA[FieldName]value."New value: +"General free-text search across all fields. Runs the 57-field relevance search ClinicalTrials.gov publishes for this parameter — NCTId, NCTIdAlias, OrgStudyId, SecondaryId, Acronym, BriefTitle, OfficialTitle, Condition, InterventionName, InterventionOtherName, Phase, StdAge, StudyType, BriefSummary, outcome measures and their descriptions, LeadSponsorName, CollaboratorName, the Location* fields, the Design* fields, and the ConditionAncestorTerm/InterventionAncestorTerm MeSH umbrellas — so a hit need not carry your term in the field you had in mind. Plain words plus AND, OR, NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression — those work here as well as in advancedFilter, so AREA[Phase]PHASE2 is accepted in this parameter; a stray bracket fails. `( )` group sub-expressions and work when matched; `,` acts as AND. The dedicated *Query parameters (conditionQuery, interventionQuery, etc.) scope a search to one field."
    • changedInput schema / properties / sponsorQuery / description
      Previous value: -"Sponsor/collaborator name search. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Sponsor/collaborator name search. Matches LeadSponsorName, CollaboratorName, and OrgFullName. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / statusFilter / description
      Previous value: -"Filter by study status. Values: RECRUITING, COMPLETED, ACTIVE_NOT_RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, SUSPENDED, TERMINATED, WITHDRAWN, UNKNOWN, WITHHELD, NO_LONGER_AVAILABLE, AVAILABLE, APPROVED_FOR_MARKETING, TEMPORARILY_NOT_AVAILABLE."New value: +"Filter by study status. Omit to search all statuses — an empty list is rejected, not treated as \"no filter\". Values: RECRUITING, COMPLETED, ACTIVE_NOT_RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, SUSPENDED, TERMINATED, WITHDRAWN, UNKNOWN, WITHHELD, NO_LONGER_AVAILABLE, AVAILABLE, APPROVED_FOR_MARKETING, TEMPORARILY_NOT_AVAILABLE."
    • changedInput schema / properties / titleQuery / description
      Previous value: -"Search within study titles and acronyms only. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."New value: +"Search within study titles and acronyms only. Matches Acronym, BriefTitle, and OfficialTitle. Plain words plus AND/OR/NOT. `[ ]` are valid only inside an AREA[FieldName]value or RANGE[min, max] expression, which this parameter accepts; a stray bracket fails. `( )` group sub-expressions when matched; `,` acts as AND."
    • changedOutput schema / properties / nextPageToken / description
      Previous value: -"Token for the next page. Absent on last page."New value: +"Token for the next page. Absent when this response already carries every matching study; otherwise it mirrors the upstream cursor, which ClinicalTrials.gov emits whenever a page fills to pageSize — so on a continuation page a token can still lead to an empty page."
  3. Changed2 schema fields changedv2.8.0
    • changedOutput schema / properties / requestedFields / description
      Previous value: -"Echo of the explicit fields parameter — present only when the caller passed fields. Lifts the default truncation cap so all requested leaves render in full."New value: +"Echo of the explicit fields parameter — present only when the caller passed fields. Signals that studies carry the requested leaves at full fidelity (not the default compact index) and that the rendered truncation cap is lifted so all of them appear."
    • changedOutput schema / properties / studies / description
      Previous value: -"Matching studies. Each entry is a nested ClinicalTrials.gov study record — top-level keys: protocolSection, derivedSection, hasResults, resultsSection, documentSection. Use clinicaltrials_get_field_definitions to explore the schema."New value: +"Matching studies. By default each entry is a COMPACT index projection — nctId, briefTitle, overallStatus, phases, enrollmentCount, leadSponsor, conditions, and a bounded locations summary ({ total, nearest }) — mirroring the rendered result, NOT the full ~70KB record. Pass the fields parameter to receive exactly the requested leaves at full fidelity instead (e.g. all locations). Fetch a full single record with clinicaltrials_get_study_record."
  4. Changed1 schema field changedv2.7.1
    • changedInput schema / properties / geoFilter / description
      Previous value: -"Geographic proximity filter. Format: distance(lat,lon,radius). E.g., \"distance(47.6062,-122.3321,50mi)\" for studies within 50 miles of Seattle."New value: +"Geographic proximity filter. Format: distance(lat,lon,radius). E.g., \"distance(47.6062,-122.3321,50mi)\" for studies within 50 miles of Seattle. When set, each study's locations are re-sorted by proximity to the center so the nearest matched site leads, annotated with its distance in miles; the full location list is preserved."
  5. Changed1 schema field changedv2.7.0
    • changedInput schema / properties / sort / description
      Previous value: -"Sort order. Format: FieldName:asc or FieldName:desc. E.g., \"LastUpdatePostDate:desc\", \"EnrollmentCount:desc\". Max 2 fields comma-separated. Use clinicaltrials_get_field_definitions to find sortable field names."New value: +"Sort order. Format: FieldName:asc or FieldName:desc. E.g., \"LastUpdatePostDate:desc\", \"EnrollmentCount:desc\". Max 2 fields comma-separated. For \"largest trials\" queries, pair EnrollmentCount:desc with advancedFilter \"AREA[StudyType]INTERVENTIONAL\" — the top enrollment counts are observational registry/claims studies enrolling tens of millions. Enrollment counts are sponsor-reported and not validated upstream beyond the unknown-enrollment sentinel exclusion. Use clinicaltrials_get_field_definitions to find sortable field names."
  6. Changed7 schema fields changedv2.6.5
    • changedInput schema / properties / conditionQuery / description
      Previous value: -"Condition/disease-specific search. E.g., \"Type 2 Diabetes\", \"non-small cell lung cancer\". Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Condition/disease-specific search. E.g., \"Type 2 Diabetes\", \"non-small cell lung cancer\". Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / interventionQuery / description
      Previous value: -"Intervention/treatment search. E.g., \"pembrolizumab\", \"cognitive behavioral therapy\". Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Intervention/treatment search. E.g., \"pembrolizumab\", \"cognitive behavioral therapy\". Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / locationQuery / description
      Previous value: -"Location search — city, state, country, or facility name. Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Location search — city, state, country, or facility name. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / outcomeQuery / description
      Previous value: -"Search within outcome measure fields. Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Search within outcome measure fields. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / query / description
      Previous value: -"General free-text search across all fields. Plain words plus AND, OR, NOT only — reserved chars `[ ] ( ) ,` will fail. For field-scoped searches, use the dedicated *Query parameters (conditionQuery, interventionQuery, etc.) or advancedFilter with AREA[FieldName]value."New value: +"General free-text search across all fields. Plain words plus AND, OR, NOT. `[ ]` are reserved (advancedFilter AREA[] only); `( )` group sub-expressions and work when matched; `,` acts as AND. For field-scoped searches, use the dedicated *Query parameters (conditionQuery, interventionQuery, etc.) or advancedFilter with AREA[FieldName]value."
    • changedInput schema / properties / sponsorQuery / description
      Previous value: -"Sponsor/collaborator name search. Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Sponsor/collaborator name search. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
    • changedInput schema / properties / titleQuery / description
      Previous value: -"Search within study titles and acronyms only. Plain words plus AND/OR/NOT only — reserved chars: [ ] ( ) ,"New value: +"Search within study titles and acronyms only. Plain words plus AND/OR/NOT. `[ ]` are reserved; `( )` group sub-expressions when matched; `,` acts as AND."
  7. Changed1 schema field changedv2.6.1
    • changedOutput schema / properties / searchCriteria / description
      Previous value: -"Echo of active query/filter criteria. Present when results are empty."New value: +"Echo of active query/filter criteria applied to this search, including sentinelFilterActive when the default unknown-enrollment exclusion is in effect. Present on every response."
  8. Changed3 schema fields changedv2.5.4
    • removedOutput schema / properties / noMatchHints
      Removed value: -{
      -  "description": "Suggestions for broadening the search when no results are found.",
      -  "items": {
      -    "type": "string"
      -  },
      -  "type": "array"
      -}
    • addedOutput schema / properties / notice
      Added value: +{
      +  "description": "Recovery guidance when no studies matched — echoes the constraint and suggests how to broaden. Absent on pages with results.",
      +  "type": "string"
      +}
    • changedOutput schema / properties / searchCriteria / description
      Previous value: -"Echo of query/filter criteria used. Present when results are empty."New value: +"Echo of active query/filter criteria. Present when results are empty."
  9. Addedv2.5.1
  10. Removedv2.4.12
  11. Changed32 schema fields changedv2.0.6
    • removedInput schema / additionalProperties
      Removed value: -false
    • addedInput schema / properties / advancedFilter
      Added value: +{
      +  "description": "Advanced filter using AREA[] Essie syntax. E.g., \"AREA[StudyType]INTERVENTIONAL\", \"AREA[EnrollmentCount]RANGE[100, 1000]\". Combine with AND/OR/NOT and parentheses.",
      +  "type": "string"
      +}
    • addedInput schema / properties / conditionQuery
      Added value: +{
      +  "description": "Condition/disease-specific search. E.g., \"Type 2 Diabetes\", \"non-small cell lung cancer\".",
      +  "type": "string"
      +}
    • addedInput schema / properties / countTotal
      Added value: +{
      +  "default": true,
      +  "description": "Include total study count in response. Only computed on the first page.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / fields / description
      Previous value: -"A list of specific top-level fields to include in the response."New value: +"Fields to return (PascalCase piece names). Strongly recommended to reduce payload. Common: NCTId, BriefTitle, OverallStatus, Phase, LeadSponsorName, Condition, InterventionName, BriefSummary, EnrollmentCount, StartDate."
    • removedInput schema / properties / filter
      Removed value: -{
      -  "additionalProperties": false,
      -  "description": "A set of filters that narrow the search results without affecting ranking.",
      -  "properties": {
      -    "advanced": {
      -      "description": "Apply an advanced filter using Essie expression syntax.",
      -      "type": "string"
      -    },
      -    "geo": {
      -      "additionalProperties": false,
      -      "description": "Filter results to a geographic area by providing a point and radius.",
      -      "properties": {
      -        "latitude": {
      -          "maximum": 90,
      -          "minimum": -90,
      -          "type": "number"
      -        },
      -        "longitude": {
      -          "maximum": 180,
      -          "minimum": -180,
      -          "type": "number"
      -        },
      -        "radius": {
      -          "exclusiveMinimum": 0,
      -          "type": "number"
      -        },
      -        "unit": {
      -          "default": "km",
      -          "enum": [
      -            "km",
      -            "mi"
      -          ],
      -          "type": "string"
      -        }
      -      },
      -      "required": [
      -        "latitude",
      -        "longitude",
      -        "radius"
      -      ],
      -      "type": "object"
      -    },
      -    "ids": {
      -      "description": "Return only studies with the specified NCT IDs.",
      -      "items": {
      -        "type": "string"
      -      },
      -      "type": "array"
      -    },
      -    "overallStatus": {
      -      "description": "Filter results by one or more study statuses.",
      -      "items": {
      -        "enum": [
      -          "ACTIVE_NOT_RECRUITING",
      -          "COMPLETED",
      -          "ENROLLING_BY_INVITATION",
      -          "NOT_YET_RECRUITING",
      -          "RECRUITING",
      -          "SUSPENDED",
      -          "TERMINATED",
      -          "WITHDRAWN",
      -          "UNKNOWN"
      -        ],
      -        "type": "string"
      -      },
      -      "type": "array"
      -    }
      -  },
      -  "type": "object"
      -}
    • addedInput schema / properties / geoFilter
      Added value: +{
      +  "description": "Geographic proximity filter. Format: distance(lat,lon,radius). E.g., \"distance(47.6062,-122.3321,50mi)\" for studies within 50 miles of Seattle.",
      +  "type": "string"
      +}
    • addedInput schema / properties / interventionQuery
      Added value: +{
      +  "description": "Intervention/treatment search. E.g., \"pembrolizumab\", \"cognitive behavioral therapy\".",
      +  "type": "string"
      +}
    • addedInput schema / properties / locationQuery
      Added value: +{
      +  "description": "Location search — city, state, country, or facility name.",
      +  "type": "string"
      +}
    • addedInput schema / properties / nctIds
      Added value: +{
      +  "anyOf": [
      +    {
      +      "pattern": "^NCT\\d{8}$",
      +      "type": "string"
      +    },
      +    {
      +      "items": {
      +        "pattern": "^NCT\\d{8}$",
      +        "type": "string"
      +      },
      +      "type": "array"
      +    }
      +  ],
      +  "description": "Filter to specific NCT IDs for batch lookups."
      +}
    • addedInput schema / properties / outcomeQuery
      Added value: +{
      +  "description": "Search within outcome measure fields.",
      +  "type": "string"
      +}
    • changedInput schema / properties / pageSize / description
      Previous value: -"The number of studies to return per page (1-200). Defaults to 10."New value: +"Results per page, 1–200."
    • changedInput schema / properties / pageToken / description
      Previous value: -"A token used to retrieve the next page of results."New value: +"Pagination cursor from a previous response."
    • addedInput schema / properties / phaseFilter
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "items": {
      +        "type": "string"
      +      },
      +      "type": "array"
      +    }
      +  ],
      +  "description": "Filter by trial phase. Values: EARLY_PHASE1, PHASE1, PHASE2, PHASE3, PHASE4, NA."
      +}
    • removedInput schema / properties / query / additionalProperties
      Removed value: -false
    • changedInput schema / properties / query / description
      Previous value: -"A set of search terms that influence result ranking."New value: +"General full-text search across all fields."
    • removedInput schema / properties / query / properties
      Removed value: -{
      -  "cond": {
      -    "description": "Search for conditions or diseases.",
      -    "type": "string"
      -  },
      -  "id": {
      -    "description": "Search for study identifiers (e.g., NCT ID).",
      -    "type": "string"
      -  },
      -  "intr": {
      -    "description": "Search for specific interventions or treatments.",
      -    "type": "string"
      -  },
      -  "locn": {
      -    "description": "Search for study locations.",
      -    "type": "string"
      -  },
      -  "outc": {
      -    "description": "Search for specific outcome measures.",
      -    "type": "string"
      -  },
      -  "spons": {
      -    "description": "Search for sponsors or collaborators.",
      -    "type": "string"
      -  },
      -  "term": {
      -    "description": "Search for other terms like interventions, outcomes, or sponsors.",
      -    "type": "string"
      -  },
      -  "titles": {
      -    "description": "Search within study titles or acronyms.",
      -    "type": "string"
      -  }
      -}
    • changedInput schema / properties / query / type
      Previous value: -"object"New value: +"string"
    • changedInput schema / properties / sort / description
      Previous value: -"Specify the sort order for the results."New value: +"Sort order. Format: FieldName:asc or FieldName:desc. E.g., \"LastUpdatePostDate:desc\", \"EnrollmentCount:desc\". Max 2 fields comma-separated."
    • removedInput schema / properties / sort / items
      Removed value: -{
      -  "type": "string"
      -}
    • changedInput schema / properties / sort / type
      Previous value: -"array"New value: +"string"
    • addedInput schema / properties / sponsorQuery
      Added value: +{
      +  "description": "Sponsor/collaborator name search.",
      +  "type": "string"
      +}
    • addedInput schema / properties / statusFilter
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "items": {
      +        "type": "string"
      +      },
      +      "type": "array"
      +    }
      +  ],
      +  "description": "Filter by study status. Values: RECRUITING, COMPLETED, ACTIVE_NOT_RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, SUSPENDED, TERMINATED, WITHDRAWN, UNKNOWN, WITHHELD, NO_LONGER_AVAILABLE, AVAILABLE, APPROVED_FOR_MARKETING, TEMPORARILY_NOT_AVAILABLE."
      +}
    • addedInput schema / properties / titleQuery
      Added value: +{
      +  "description": "Search within study titles and acronyms only.",
      +  "type": "string"
      +}
    • addedOutput schema / properties / nextPageToken / description
      Added value: +"Token for the next page. Absent on last page."
    • addedOutput schema / properties / noMatchHints
      Added value: +{
      +  "description": "Suggestions for broadening the search when no results are found.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / searchCriteria
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "Echo of query/filter criteria used. Present when results are empty.",
      +  "propertyNames": {
      +    "type": "string"
      +  },
      +  "type": "object"
      +}
    • addedOutput schema / properties / studies / description
      Added value: +"Matching studies."
    • changedOutput schema / properties / studies / items / additionalProperties
      Previous value: -trueNew value: +{}
    • removedOutput schema / properties / studies / items / properties
      Removed value: -{
      -  "derivedSection": {
      -    "additionalProperties": true,
      -    "properties": {
      -      "conditionBrowseModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "ancestors": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "id": {
      -                  "type": "string"
      -                },
      -                "term": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "browseBranches": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "abbrev": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "browseLeaves": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "asFound": {
      -                  "type": "string"
      -                },
      -                "id": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                },
      -                "relevance": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "meshes": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "id": {
      -                  "type": "string"
      -                },
      -                "term": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "interventionBrowseModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "ancestors": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "id": {
      -                  "type": "string"
      -                },
      -                "term": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "browseBranches": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "abbrev": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "browseLeaves": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "id": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                },
      -                "relevance": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "meshes": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "id": {
      -                  "type": "string"
      -                },
      -                "term": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "miscInfoModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "versionHolder": {
      -            "type": "string"
      -          }
      -        },
      -        "type": "object"
      -      }
      -    },
      -    "type": "object"
      -  },
      -  "hasResults": {
      -    "type": "boolean"
      -  },
      -  "protocolSection": {
      -    "additionalProperties": true,
      -    "properties": {
      -      "armsInterventionsModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "arms": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "description": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                },
      -                "type": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "interventions": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "armNames": {
      -                  "items": {
      -                    "type": "string"
      -                  },
      -                  "type": "array"
      -                },
      -                "description": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                },
      -                "type": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "conditionsModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "conditions": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          },
      -          "keywords": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "contactsLocationsModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "locations": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "city": {
      -                  "type": "string"
      -                },
      -                "country": {
      -                  "type": "string"
      -                },
      -                "state": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "descriptionModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "briefSummary": {
      -            "type": "string"
      -          },
      -          "detailedDescription": {
      -            "type": "string"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "designModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "designInfo": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "allocation": {
      -                "type": "string"
      -              },
      -              "interventionModel": {
      -                "type": "string"
      -              },
      -              "maskingInfo": {
      -                "additionalProperties": true,
      -                "properties": {
      -                  "masking": {
      -                    "type": "string"
      -                  }
      -                },
      -                "type": "object"
      -              },
      -              "primaryPurpose": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          },
      -          "phases": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          },
      -          "studyType": {
      -            "type": "string"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "eligibilityModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "eligibilityCriteria": {
      -            "type": "string"
      -          },
      -          "healthyVolunteers": {
      -            "type": "boolean"
      -          },
      -          "minimumAge": {
      -            "type": "string"
      -          },
      -          "sex": {
      -            "type": "string"
      -          },
      -          "stdAges": {
      -            "items": {
      -              "type": "string"
      -            },
      -            "type": "array"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "identificationModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "acronym": {
      -            "type": "string"
      -          },
      -          "briefTitle": {
      -            "type": "string"
      -          },
      -          "nctId": {
      -            "type": "string"
      -          },
      -          "officialTitle": {
      -            "type": "string"
      -          },
      -          "orgStudyIdInfo": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "id": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          },
      -          "organization": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "class": {
      -                "type": "string"
      -              },
      -              "fullName": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          }
      -        },
      -        "required": [
      -          "nctId"
      -        ],
      -        "type": "object"
      -      },
      -      "sponsorCollaboratorsModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "collaborators": {
      -            "items": {
      -              "additionalProperties": true,
      -              "properties": {
      -                "class": {
      -                  "type": "string"
      -                },
      -                "name": {
      -                  "type": "string"
      -                }
      -              },
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          "leadSponsor": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "class": {
      -                "type": "string"
      -              },
      -              "name": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          },
      -          "responsibleParty": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "type": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          }
      -        },
      -        "type": "object"
      -      },
      -      "statusModule": {
      -        "additionalProperties": true,
      -        "properties": {
      -          "completionDateStruct": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "date": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          },
      -          "lastKnownStatus": {
      -            "type": "string"
      -          },
      -          "overallStatus": {
      -            "type": "string"
      -          },
      -          "primaryCompletionDateStruct": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "date": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          },
      -          "startDateStruct": {
      -            "additionalProperties": true,
      -            "properties": {
      -              "date": {
      -                "type": "string"
      -              },
      -              "type": {
      -                "type": "string"
      -              }
      -            },
      -            "type": "object"
      -          }
      -        },
      -        "type": "object"
      -      }
      -    },
      -    "type": "object"
      -  }
      -}
    • addedOutput schema / properties / studies / items / propertyNames
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / totalCount / description
      Added value: +"Total matching studies (first page only when countTotal=true)."
  12. First observedv1.0.0

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description goes well beyond the annotations by explaining nuanced behaviors: empty lists are rejected, the unknown-enrollment sentinel is excluded by default and pollutes RANGE queries, nctIds lift the exclusion, geoFilter re-sorts locations by proximity, and ancestor terms broaden results. It also clarifies syntax pitfalls (e.g., brackets, commas) and data-size concerns, making tool behavior highly predictable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The main description is concise (three sentences) and front-loaded with the core purpose and key features. It then points to the fields parameter and the ~70KB record size, which are critical for efficient usage. This is appropriately sized for a tool with 18 parameters; the detailed parameter semantics are delegated to the schema, avoiding duplication.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity and the richness of the schema (100% parameter coverage with detailed descriptions), the main description is sufficient to orient an agent. It explains the default return format and the purpose of the fields parameter, while edge cases and parameter-specific behaviors are covered in the schema. The presence of an output schema further fills any gaps, so overall context is adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema descriptions for each parameter are already very detailed, covering syntax, matched fields, and defaults. The main description adds cross-cutting insights such as the relationship between nctIds and unknown-enrollment exclusion, the effect of ancestor terms on result breadth, and the sentinel's impact on sorting and ranges. This enriches understanding beyond the schema, though some details are redundant with individual parameter descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose with a specific verb ('Search for clinical trial studies from ClinicalTrials.gov') and enumerates its capabilities (full-text and field-specific queries, filters, pagination, sorting, field selection). It effectively distinguishes this from sibling tools like clinicaltrials_get_study_record, making the purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear guidance on when to use this tool (e.g., for searching, with various filter options) and includes practical hints like calling clinicaltrials_get_field_definitions for field names and using the fields parameter for full fidelity. However, it does not explicitly contrast with sibling tools (e.g., 'use this instead of get_study_count when you need study details'), but the functional scope is evident from the description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.